Improving Actor-Critic Reinforcement Learning via Hamiltonian Monte Carlo Method Mar 22, 2021 continuous-control Continuous Control
— Unverified 00 Improving Deep Policy Gradients with Value Function Search Feb 20, 2023 continuous-control Continuous Control
— Unverified 00 Data-driven battery operation for energy arbitrage using rainbow deep reinforcement learning Jun 10, 2021 continuous-control Continuous Control
— Unverified 00 Improving Generative Adversarial Imitation Learning with Non-expert Demonstrations Sep 27, 2018 continuous-control Continuous Control
— Unverified 00 Improving Plasticity in Non-stationary Reinforcement Learning with Evidential Proximal Policy Optimization Mar 3, 2025 continuous-control Continuous Control
— Unverified 00 Improving Safety in Deep Reinforcement Learning using Unsupervised Action Planning Sep 29, 2021 continuous-control Continuous Control
— Unverified 00 Imitation Learning As State Matching via Differentiable Physics Jan 1, 2023 continuous-control Continuous Control
— Unverified 00 Imitation from Diverse Behaviors: Wasserstein Quality Diversity Imitation Learning with Single-Step Archive Exploration Nov 11, 2024 continuous-control Continuous Control
— Unverified 00 Time-Varying Propensity Score to Bridge the Gap between the Past and Present Oct 4, 2022 continuous-control Continuous Control
— Unverified 00 Information Maximizing Exploration with a Latent Dynamics Model Apr 4, 2018 continuous-control Continuous Control
— Unverified 00 Biased Estimates of Advantages over Path Ensembles Sep 15, 2019 Atari Games continuous-control
— Unverified 00 Imitation by Predicting Observations Jul 8, 2021 continuous-control Continuous Control
— Unverified 00 Imitation Bootstrapped Reinforcement Learning Nov 3, 2023 Continuous Control Imitation Learning
— Unverified 00 Image-Based Deep Reinforcement Learning with Intrinsically Motivated Stimuli: On the Execution of Complex Robotic Tasks Jul 31, 2024 continuous-control Continuous Control
— Unverified 00 Curriculum Offline Imitating Learning Dec 1, 2021 continuous-control Continuous Control
— Unverified 00 IL-flOw: Imitation Learning from Observation using Normalizing Flows May 19, 2022 continuous-control Continuous Control
— Unverified 00 Identifying Policy Gradient Subspaces Jan 12, 2024 continuous-control Continuous Control
— Unverified 00 Curious Meta-Controller: Adaptive Alternation between Model-Based and Model-Free Control in Deep Reinforcement Learning May 5, 2019 continuous-control Continuous Control
— Unverified 00 Hyperspherical Normalization for Scalable Deep Reinforcement Learning Feb 21, 2025 continuous-control Continuous Control
— Unverified 00 Hyperparameter Selection for Imitation Learning May 25, 2021 continuous-control Continuous Control
— Unverified 00 CUER: Corrected Uniform Experience Replay for Off-Policy Continuous Deep Reinforcement Learning Algorithms Jun 13, 2024 continuous-control Continuous Control
— Unverified 00 Better Exploration with Optimistic Actor-Critic Oct 28, 2019 continuous-control Continuous Control
— Unverified 00 An Efficient Continuous Control Perspective for Reinforcement-Learning-based Sequential Recommendation Aug 15, 2024 continuous-control Continuous Control
— Unverified 00 Action Noise in Off-Policy Deep Reinforcement Learning: Impact on Exploration and Performance Jun 8, 2022 continuous-control Continuous Control
— Unverified 00 Hypernetworks for Zero-shot Transfer in Reinforcement Learning Nov 28, 2022 continuous-control Continuous Control
— Unverified 00 How You Act Tells a Lot: Privacy-Leakage Attack on Deep Reinforcement Learning Apr 24, 2019 Autonomous Driving continuous-control
— Unverified 00 Ctrl-Z: Recovering from Instability in Reinforcement Learning Oct 9, 2019 continuous-control Continuous Control
— Unverified 00 How Much Do Unstated Problem Constraints Limit Deep Robotic Reinforcement Learning? Sep 20, 2019 continuous-control Continuous Control
— Unverified 00 MERL: Multi-Head Reinforcement Learning Sep 26, 2019 continuous-control Continuous Control
— Unverified 00 Crowdfunding Dynamics Tracking: A Reinforcement Learning Approach Dec 27, 2019 continuous-control Continuous Control
— Unverified 00 Benchmarking Smoothness and Reducing High-Frequency Oscillations in Continuous Control Policies Oct 22, 2024 Benchmarking continuous-control
— Unverified 00 Cross-Episodic Curriculum for Transformer Agents Oct 12, 2023 continuous-control Continuous Control
— Unverified 00 Heteroscedastic Bayesian Optimisation for Stochastic Model Predictive Control Oct 1, 2020 Bayesian Optimisation continuous-control
— Unverified 00 Hamiltonian Policy Optimization in Reinforcement Learning Mar 23, 2021 continuous-control Continuous Control
— Unverified 00 Hamiltonian Policy Optimization Feb 28, 2021 continuous-control Continuous Control
— Unverified 00 Critic PI2: Master Continuous Planning via Policy Improvement with Path Integrals and Deep Actor-Critic Reinforcement Learning Nov 13, 2020 continuous-control Continuous Control
— Unverified 00 Analyzing the Impact of Class Transitions on the Design of Pattern Recognition-based Myoelectric Control Schemes Sep 21, 2024 continuous-control Continuous Control
— Unverified 00 HAC Explore: Accelerating Exploration with Hierarchical Reinforcement Learning Aug 12, 2021 continuous-control Continuous Control
— Unverified 00 Guiding Safe Exploration with Weakest Preconditions Sep 28, 2022 continuous-control Continuous Control
— Unverified 00 Corrected Soft Actor Critic for Continuous Control Oct 22, 2024 continuous-control Continuous Control
— Unverified 00 Guided Meta-Policy Search Apr 1, 2019 continuous-control Continuous Control
— Unverified 00 COPlanner: Plan to Roll Out Conservatively but to Explore Optimistically for Model-Based RL Oct 11, 2023 continuous-control Continuous Control
— Unverified 00 Guarded Policy Optimization with Imperfect Online Demonstrations Mar 3, 2023 continuous-control Continuous Control
— Unverified 00 Behavior Regularized Offline Reinforcement Learning Nov 26, 2019 continuous-control Continuous Control
— Unverified 00 Analysis of potential flow networks: Variations in transport time with discrete, continuous, and selfish operation Oct 17, 2023 continuous-control Continuous Control
— Unverified 00 Growing Q-Networks: Solving Continuous Control Tasks with Adaptive Control Resolution Apr 5, 2024 continuous-control Continuous Control
— Unverified 00 Language Conditioned Imitation Learning over Unstructured Data May 15, 2020 continuous-control Continuous Control
— Unverified 00 Coordinate-wise Control Variates for Deep Policy Gradients Jul 11, 2021 continuous-control Continuous Control
— Unverified 00 GRI: General Reinforced Imitation and its Application to Vision-Based Autonomous Driving Nov 16, 2021 Autonomous Driving CARLA MAP Leaderboard
— Unverified 00 Graph-Enhanced Exploration for Goal-oriented Reinforcement Learning Sep 29, 2021 continuous-control Continuous Control
— Unverified 00